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ITECH5403 Comparative Programming Languages

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ITECH5403 Comparative Programming Languages

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Topic Overview

Since the development of Plankalkül back in the 1940s, a large number of programming languages have been designed and implemented - each for its own specific problem domains and made with its own set of design decisions and compromises. For example, there are languages which:

  • Are strongly typedand loosely typed,
  • Provide support for object orientation / abstractionof data types,
  • Use staticor dynamic scoping rules,
  • Provide memory management(i.e. garbage collection) or allow the developer fine-grained control over heap-allocation and recycling,
  • Provide closuresto allow functions to be passed around like variables,
  • Allow easy access to array slicesand those which do not,
  • Perform internal correctness checkingof data and/or try/catch exception handling and those which do not,
  • Provide diverse and comprehensive suites of built-in functionalityand those with a more limited set of features,
  • Use pre-processorsand macros to selectively expand or substitute source code, etc.

Each of these decisions can have a profound effect on the usefulness of a programming language in terms of factors such as its speed, robustness and general suitability to create programs of a certain type, such as for operating systems, or in the areas of business, scientific computation, artificial intelligence or video games.

The topic of your essay is to design a programming language for the problem domain of:

Artificial Intelligence

  • Artificial intelligence (AI) refers to the simulation of human intelligence in machines that are programmed to think like humans and mimic their actions.
  • The goals of AI include problem-solving, learning, reasoning, and perception.
  • AI is being used across different industries including finance and healthcare.
  • It’s worth thinking about the aspects of a programming language designed for artificial intelligence in terms of a number of features, including:
  • Performance
  • Data types and structures
  • Maintenance / Reliability of code and
  • Security requirements.

Task: Theoretically design a language suitable for the use within the AI domain.

The actual implementation of the language and tool set is obviously outside the scope of this course, but you must express and justify the design decisions behind your programming language in terms of:

  • The features and functionality that will allow your language to be suitable and useful within the problem domain (including what differentiates it from existing languages),
  • The programming paradigms, such as procedural, object oriented, logic and functional programming.

You are free to design your language to be either interpreted, compiled or to work in a hybrid manner, but you must thoroughly justify your decision. All language design choices must be legitimate, rational decisions which are backed up by robust discussion of the subject area.

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